Evaluating Muscle Fatigue With Non-Invasive Approaches: A Review of Methods, Metrics, and Implications Article Swipe
Roberto F. Pitzalis
,
Beatrice Lagomarsino
,
Indya Ceroni
,
Nicholas Cartocci
,
Jamil Ahmad
,
Giulia A. Albanese
,
Jacopo Zenzeri
,
Christian Di Natali
,
Darwin G. Caldwell
,
Maura Casadio
,
Jesús Ortiz
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1109/tnsre.2025.3578843
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1109/tnsre.2025.3578843
An accurate and reliable assessment of muscle fatigue is crucial for understanding its underlying mechanisms, monitoring training adaptations, evaluating rehabilitation progress, and optimizing performance in sports and occupational settings. Over the years, numerous methods and metrics have been developed to quantify and characterize muscle fatigue. This paper comprehensively reviews the various assessment techniques used to measure muscle fatigue, encompassing physiological and functional perspectives based on questionnaires, biosignals, and robotics interfaces. By critically evaluating the strengths, limitations, and applications of these assessment methods, this article aims to provide researchers, clinicians, and practitioners with valuable information for selecting appropriate tools and interpreting the results in the context of research on muscle fatigue. In addition, it highlights emerging technologies and innovative approaches that hold promise in advancing our understanding of muscle fatigue and its implications for human performance.
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- Language
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- Landing Page
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- OA Status
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- Cited By
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- References
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All OpenAlex metadata
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https://openalex.org/W4412082686Canonical identifier for this work in OpenAlex
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https://doi.org/10.1109/tnsre.2025.3578843Digital Object Identifier
- Title
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Evaluating Muscle Fatigue With Non-Invasive Approaches: A Review of Methods, Metrics, and ImplicationsWork title
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reviewOpenAlex work type
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enPrimary language
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2025Year of publication
- Publication date
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2025-01-01Full publication date if available
- Authors
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Roberto F. Pitzalis, Beatrice Lagomarsino, Indya Ceroni, Nicholas Cartocci, Jamil Ahmad, Giulia A. Albanese, Jacopo Zenzeri, Christian Di Natali, Darwin G. Caldwell, Maura Casadio, Jesús OrtizList of authors in order
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https://doi.org/10.1109/tnsre.2025.3578843Publisher landing page
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YesWhether a free full text is available
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diamondOpen access status per OpenAlex
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https://doi.org/10.1109/tnsre.2025.3578843Direct OA link when available
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Computer scienceTop concepts (fields/topics) attached by OpenAlex
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1Total citation count in OpenAlex
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2025: 1Per-year citation counts (last 5 years)
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171Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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